Deploy and scale machine learning models with FastAPI, Redis and Docker
☆151Feb 4, 2022Updated 4 years ago
Alternatives and similar repositories for deploy-ml-fastapi-redis-docker
Users that are interested in deploy-ml-fastapi-redis-docker are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆71Jan 28, 2020Updated 6 years ago
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.☆224Jul 27, 2022Updated 3 years ago
- Working example for serving a ML model using FastAPI and Celery☆74Oct 26, 2021Updated 4 years ago
- Step by step guide to deploy any machine learning prediction web API using Flask, Gunicorn, NGINX containerised in Docker on GCP Kubernet…☆12Dec 8, 2022Updated 3 years ago
- d3heatmap is a Python package to create interactive heatmaps based on d3js.☆11Sep 14, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- PoC with FastAPI and Celery to ML inference☆96Dec 8, 2022Updated 3 years ago
- ☆12Apr 17, 2019Updated 7 years ago
- A service to auto-generate masks for image segmentation☆22Apr 19, 2018Updated 8 years ago
- ☆12Jun 8, 2018Updated 8 years ago
- ☆11Apr 27, 2021Updated 5 years ago
- All the code developed in the "Creating Google Cloud Pub/Sub publishers and subscribers with Spring Cloud GCP" article.☆10May 25, 2023Updated 3 years ago
- Udacity Data Pipeline Exercises☆15Jun 6, 2020Updated 6 years ago
- Active Machine Learning with Python, published by Packt☆14Mar 2, 2026Updated 4 months ago
- Docker image with Uvicorn managed by Gunicorn for high-performance FastAPI web applications in Python with performance auto-tuning.☆2,915Updated this week
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- In browser active learning and guided search☆17May 6, 2023Updated 3 years ago
- Implementations of GANs in Tensorflow 2.x☆16Feb 12, 2022Updated 4 years ago
- Presents an optimized Apache Beam pipeline for generating sentence embeddings (runnable on Cloud Dataflow).☆20Mar 7, 2022Updated 4 years ago
- ☆10Mar 28, 2022Updated 4 years ago
- A Flask API to deploy machine learning models☆18Apr 23, 2020Updated 6 years ago
- Simple web app example serving a PyTorch model using streamlit and FastAPI☆504Mar 27, 2026Updated 3 months ago
- ☆12Aug 13, 2018Updated 7 years ago
- Optimizing keras models using Nvidia TensorRT☆13Aug 8, 2019Updated 6 years ago
- Stock Prediction using LSTM, Linear Regression, ARIMA and GARCH models. Hyperparameter Optimization using Optuna framework for LSTM varia…☆20Jan 29, 2026Updated 5 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Recurrent Neural Networks for Speaker and Turn Taking Classification☆12Aug 29, 2018Updated 7 years ago
- Online Fashion Commerce Website☆10Nov 24, 2025Updated 8 months ago
- From data gathering to model deployment. Complete ML pipeline using Docker, Airflow and Python.☆13Oct 10, 2023Updated 2 years ago
- Production Machine Learning Pipeline for Text Classification with fastText☆33Jun 10, 2021Updated 5 years ago
- Machine Learning model training & scalable deployment with Flask, Nginx & Gunicorn wrapped in a Docker Container☆21Jun 21, 2022Updated 4 years ago
- 🚨 Simple, self-contained fraud detection system built with Apache Kafka and Python☆92Apr 29, 2019Updated 7 years ago
- A job search engine and site created for the Relevance & Matching Tech community on Slack.☆13Sep 29, 2023Updated 2 years ago
- View samples schema databases for building applications using PostgreSQL☆21Aug 23, 2023Updated 2 years ago
- Comparison of Metaflow, MLFlow and DVC☆14Aug 4, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Finance 🏦 Data Builder 🛠️ @ postgres 🐘☆22Feb 11, 2021Updated 5 years ago
- Repository for Google Summer of Code 2019 https://summerofcode.withgoogle.com/projects/#4662790671826944☆68Aug 17, 2021Updated 4 years ago
- Example project to predict housing pricing by using scikit, onnx and fastapi.☆37Jan 27, 2023Updated 3 years ago
- ☆18Nov 27, 2020Updated 5 years ago
- XIRR (using Python) to calculate return on investments done at different time periods which need not be periodic.☆15Oct 3, 2020Updated 5 years ago
- Repository for Project Insight: NLP as a Service☆320Feb 14, 2023Updated 3 years ago
- Serving PyTorch 1.0 Models as a Web Server in C++☆226Jan 15, 2020Updated 6 years ago